Generation of Textual Description

Project Timeline & Milestones

Timeframe	Task	Completion
Week 4	Exploring the dataset Exploring in-context learning models for text summarization	✓
Week 5	Identify patterns and edge cases from the dataset (e.g missing fields, "odd" values) Define different summarization formats accordingly to be used for in-context learning Explore the connection between the Catastici and Sommarioni dataset	✓
Week 6	Refine summarization formats Construct a pipeline connecting translation generation, summarization and validation	✓
Week 7	Evaluate summarization results
Week 8	Prepare for mid-term presentation
Week 9	Explore father-son relationship among Catastici and Sommarioni dataset
Week 10	Standardization of monthly rent column
Week 11	Verified and refined standardized rent values
Week 12	Added district mean rent column and integrated additional information into the data
Week 13	TBD
Week 14	TBD

Methodology

Functionality of Parcels

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Standardization of Monthly Rent

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